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Equation 14 · Part 2 · The Main Technical Approaches to AI Alignment, Compared

Symbol X

AmplifyH(X)\mathrm{Amplify}_H(X)
XX

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…asks any one evaluator to face the hard problem directly. Christiano, Shlegeris, and Amodei describe a scheme they call Amplify: a composite system, written AmplifyH(X)\mathrm{Amplify}_H(X) , “consisting of H and several copies of X working together to solve a problem,” in which H — standing in for a human overseer — breaks a hard question into useful subquestions, has several copies of the current trained agent X answer each subquestion, and then combines the subanswers into a response to the original question [ 11 ] . The…

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